Pandas Profiling Report

Dataset statistics

Number of variables	39
Number of observations	33917
Missing cells	707850
Missing cells (%)	53.5%
Duplicate rows	69
Duplicate rows (%)	0.2%
Total size in memory	10.1 MiB
Average record size in memory	312.0 B

Variable types

Categorical	26
Boolean	7
Numeric	6

Warnings

Dataset has 69 (0.2%) duplicate rows	Duplicates
`AdditionalInformation` has a high cardinality: 2036 distinct values	High cardinality
`Address` has a high cardinality: 4178 distinct values	High cardinality
`ClearanceSpace` has a high cardinality: 112 distinct values	High cardinality
`CouncilAdditionalInformation` has a high cardinality: 1471 distinct values	High cardinality
`CouncilClearanceSpace` has a high cardinality: 113 distinct values	High cardinality
`CouncilGenus` has a high cardinality: 226 distinct values	High cardinality
`ElectricalAssets` has a high cardinality: 83 distinct values	High cardinality
`Genus` has a high cardinality: 294 distinct values	High cardinality
`InspectionDatetime` has a high cardinality: 60 distinct values	High cardinality
`Locality` has a high cardinality: 1388 distinct values	High cardinality
`LocationFeeder` has a high cardinality: 660 distinct values	High cardinality
`CouncilClearanceRange` is highly correlated with `HazardAssessment` and 1 other fields	High correlation
`ElectricLineContact` is highly correlated with `CouncilOtherInfrastructurePresent` and 3 other fields	High correlation
`ElectricalAssets` is highly correlated with `HazardAssessment`	High correlation
`NetworkType` is highly correlated with `ResponsibleCouncil`	High correlation
`CouncilOtherInfrastructurePresent` is highly correlated with `ElectricLineContact` and 7 other fields	High correlation
`NonComplianceCode` is highly correlated with `CouncilOtherInfrastructurePresent` and 2 other fields	High correlation
`CouncilNonComplianceCode` is highly correlated with `HazardAssessment` and 1 other fields	High correlation
`TemperatureRange` is highly correlated with `NonCompliant`	High correlation
`OtherInfrastructurePresent` is highly correlated with `CouncilOtherInfrastructurePresent` and 3 other fields	High correlation
`ClearanceRange` is highly correlated with `CouncilOtherInfrastructurePresent` and 3 other fields	High correlation
`CouncilSingleOrMultipleTrees` is highly correlated with `HazardAssessment` and 1 other fields	High correlation
`FinancialYear` is highly correlated with `ResponsibleCouncil`	High correlation
`CouncilElectricLineContact` is highly correlated with `HazardAssessment` and 3 other fields	High correlation
`ResponsibleCouncil` is highly correlated with `NetworkType` and 3 other fields	High correlation
`NonCompliant` is highly correlated with `ElectricLineContact` and 6 other fields	High correlation
`HazardAssessment` is highly correlated with `CouncilClearanceRange` and 11 other fields	High correlation
`FireHazardDeclaredStatus` is highly correlated with `CouncilElectricLineContact` and 1 other fields	High correlation
`SingleOrMultipleTrees` is highly correlated with `CouncilOtherInfrastructurePresent` and 3 other fields	High correlation
`ProgramType` is highly correlated with `CouncilElectricLineContact` and 1 other fields	High correlation
`SpanVoltages` is highly correlated with `CouncilOtherInfrastructurePresent` and 2 other fields	High correlation
`CouncilSpanVoltages` is highly correlated with `HazardAssessment` and 1 other fields	High correlation
`VegetationSpan` is highly correlated with `CouncilClearanceRange` and 12 other fields	High correlation
`AdditionalInformation` has 31464 (92.8%) missing values	Missing
`Address` has 29590 (87.2%) missing values	Missing
`ClearanceRange` has 31768 (93.7%) missing values	Missing
`ClearanceSpace` has 32428 (95.6%) missing values	Missing
`CouncilAdditionalInformation` has 31950 (94.2%) missing values	Missing
`CouncilClearanceRange` has 32085 (94.6%) missing values	Missing
`CouncilClearanceSpace` has 32057 (94.5%) missing values	Missing
`CouncilElectricLineContact` has 32047 (94.5%) missing values	Missing
`CouncilGenus` has 31950 (94.2%) missing values	Missing
`CouncilNonComplianceCode` has 31950 (94.2%) missing values	Missing
`CouncilOtherInfrastructurePresent` has 31950 (94.2%) missing values	Missing
`CouncilSingleOrMultipleTrees` has 31950 (94.2%) missing values	Missing
`CouncilSpanVoltages` has 31950 (94.2%) missing values	Missing
`ElectricLineContact` has 32166 (94.8%) missing values	Missing
`ElectricalAssets` has 3868 (11.4%) missing values	Missing
`Genus` has 31728 (93.5%) missing values	Missing
`LocationFeeder` has 3913 (11.5%) missing values	Missing
`NonComplianceCode` has 31461 (92.8%) missing values	Missing
`NonCompliant` has 3591 (10.6%) missing values	Missing
`OtherInfrastructurePresent` has 31722 (93.5%) missing values	Missing
`ResponsibleCouncil` has 31949 (94.2%) missing values	Missing
`SingleOrMultipleTrees` has 31728 (93.5%) missing values	Missing
`SpanID1` has 2631 (7.8%) missing values	Missing
`SpanID2` has 2647 (7.8%) missing values	Missing
`SpanLength` has 29857 (88.0%) missing values	Missing
`SpanVoltages` has 31461 (92.8%) missing values	Missing
`TemperatureRange` has 25989 (76.6%) missing values	Missing
`SpanID1` is highly skewed (γ1 = 31.73289658)	Skewed
`SpanID2` is highly skewed (γ1 = 32.62134889)	Skewed
`SpanLength` is highly skewed (γ1 = 23.88842538)	Skewed
`Address` is uniformly distributed	Uniform

Reproduction

Analysis started	2021-03-23 03:55:03.770044
Analysis finished	2021-03-23 03:55:28.338189
Duration	24.57 seconds
Software version	pandas-profiling v2.11.0
Download configuration	config.yaml

AdditionalInformation
Categorical

HIGH CARDINALITY
MISSING

Distinct	2036
Distinct (%)	83.0%
Missing	31464
Missing (%)	92.8%
Memory size	265.1 KiB

Tree growing within clearance space below LV	21
Multiple trees growing within clearance space below LV	21
Shire tree in contact with LV	16
Shire tree growing under LV	15
Private tree growing under LV	15
Other values (2031)	2365

Length

Max length	189
Median length	52
Mean length	56.10313901
Min length	4

Characters and Unicode

Total characters	137621
Distinct characters	78
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1895 ?
Unique (%)	77.3%

Sample

1st row	LIS 408654 - 408659. Eucalyptus less than 1.5m from LV, blowing closer in wind
2nd row	Private Jacaranda at #12 less than 0.5 meters beside LV
3rd row	Private eucalyptus at #6 strucktural limb less than 1 meter beside lv
4th row	Private tree at 8 Ashford st signs of contact with HV
5th row	Private Cypress less than 1.0m beside LV

Value	Count	Frequency (%)
Tree growing within clearance space below LV	21	0.1%
Multiple trees growing within clearance space below LV	21	0.1%
Shire tree in contact with LV	16	< 0.1%
Shire tree growing under LV	15	< 0.1%
Private tree growing under LV	15	< 0.1%
Vegetation in clearance space to side of HV	14	< 0.1%
Private tree growing to side of LV	14	< 0.1%
Vegetation contacting LV	13	< 0.1%
Private tree in contact with LV	13	< 0.1%
Multiple trees growing within clearance space of LV	12	< 0.1%
Other values (2026)	2299	6.8%
(Missing)	31464	92.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
lv	1498	6.3%
below	1044	4.4%
hv	913	3.8%
clearance	908	3.8%
to	778	3.3%
space	755	3.2%
in	754	3.2%
of	752	3.1%
and	693	2.9%
growing	671	2.8%
Other values (1704)	15119	63.3%

Most occurring characters

Value	Count	Frequency (%)
	21715	15.8%
e	11693	8.5%
a	8707	6.3%
n	7904	5.7%
i	7448	5.4%
t	6866	5.0%
o	6628	4.8%
s	6175	4.5%
r	6134	4.5%
c	5510	4.0%
Other values (68)	48841	35.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	94975	69.0%
Space Separator	21715	15.8%
Uppercase Letter	10732	7.8%
Decimal Number	7455	5.4%
Other Punctuation	2162	1.6%
Dash Punctuation	356	0.3%
Math Symbol	170	0.1%
Connector Punctuation	30	< 0.1%
Open Punctuation	13	< 0.1%
Close Punctuation	13	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
V	2640	24.6%
L	1936	18.0%
H	976	9.1%
P	865	8.1%
S	688	6.4%
E	638	5.9%
I	512	4.8%
C	413	3.8%
M	411	3.8%
A	358	3.3%
Other values (16)	1295	12.1%

Value	Count	Frequency (%)
e	11693	12.3%
a	8707	9.2%
n	7904	8.3%
i	7448	7.8%
t	6866	7.2%
o	6628	7.0%
s	6175	6.5%
r	6134	6.5%
c	5510	5.8%
l	5029	5.3%
Other values (16)	22881	24.1%

Value	Count	Frequency (%)
1	1632	21.9%
0	1156	15.5%
3	805	10.8%
5	788	10.6%
2	714	9.6%
9	501	6.7%
8	482	6.5%
6	473	6.3%
4	470	6.3%
7	434	5.8%

Value	Count	Frequency (%)
.	1575	72.8%
&	345	16.0%
,	105	4.9%
#	94	4.3%
"	18	0.8%
/	15	0.7%
:	5	0.2%
'	2	0.1%
*	2	0.1%
@	1	< 0.1%

Value	Count	Frequency (%)
	21715	100.0%

Value	Count	Frequency (%)
-	356	100.0%

Value	Count	Frequency (%)
_	30	100.0%

Value	Count	Frequency (%)
(	13	100.0%

Value	Count	Frequency (%)
)	13	100.0%

Value	Count	Frequency (%)
<	170	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	105707	76.8%
Common	31914	23.2%

Most frequent character per script

Value	Count	Frequency (%)
e	11693	11.1%
a	8707	8.2%
n	7904	7.5%
i	7448	7.0%
t	6866	6.5%
o	6628	6.3%
s	6175	5.8%
r	6134	5.8%
c	5510	5.2%
l	5029	4.8%
Other values (42)	33613	31.8%

Value	Count	Frequency (%)
	21715	68.0%
1	1632	5.1%
.	1575	4.9%
0	1156	3.6%
3	805	2.5%
5	788	2.5%
2	714	2.2%
9	501	1.6%
8	482	1.5%
6	473	1.5%
Other values (16)	2073	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	137621	100.0%

Most frequent character per block

Value	Count	Frequency (%)
	21715	15.8%
e	11693	8.5%
a	8707	6.3%
n	7904	5.7%
i	7448	5.4%
t	6866	5.0%
o	6628	4.8%
s	6175	4.5%
r	6134	4.5%
c	5510	4.0%
Other values (68)	48841	35.5%

Address
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	4178
Distinct (%)	96.6%
Missing	29590
Missing (%)	87.2%
Memory size	265.1 KiB

CRN Cooke St & Hamilton St, Bittern	9
1 Cook Rd, HMAS Cerberus	9
2 Pettit St, CRIB POINT	7
Fire Track beside #1 Library Rd, Balnarring Beach	7
62 Stuart Rd, Tyabb	6
Other values (4173)	4289

Length

Max length	194
Median length	31
Mean length	38.98405362
Min length	2

Characters and Unicode

Total characters	168684
Distinct characters	76
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4077 ?
Unique (%)	94.2%

Sample

1st row	Opposite 134 Main St, Sebastian
2nd row	38, 40 & 42 Manningtree Rd, Hawthorn
3rd row	14 & 12 Hansen st Kew
4th row	12 & 10 & 8 Hensen st Kew
5th row	20 College parade Kew

Value	Count	Frequency (%)
CRN Cooke St & Hamilton St, Bittern	9	< 0.1%
1 Cook Rd, HMAS Cerberus	9	< 0.1%
2 Pettit St, CRIB POINT	7	< 0.1%
Fire Track beside #1 Library Rd, Balnarring Beach	7	< 0.1%
62 Stuart Rd, Tyabb	6	< 0.1%
13&15 Russell Street, Newtown	6	< 0.1%
Cook Rd, HMAS Cerberus	6	< 0.1%
51 Flinders St, Bittern	5	< 0.1%
Blue Johanna Rd, Johanna	3	< 0.1%
Opp 36 Sth Gippsland Hwy, Tooradin. In roadside reserve between service road and highway.	3	< 0.1%
Other values (4168)	4266	12.6%
(Missing)	29590	87.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
rd	1863	6.3%
st	1811	6.1%
of	982	3.3%
in	542	1.8%
property	532	1.8%
	443	1.5%
and	438	1.5%
side	393	1.3%
opposite	287	1.0%
dr	271	0.9%
Other values (4100)	22007	74.4%

Most occurring characters

Value	Count	Frequency (%)
	25540	15.1%
e	11318	6.7%
r	9667	5.7%
o	9420	5.6%
a	8722	5.2%
t	8302	4.9%
n	8284	4.9%
d	5508	3.3%
i	5435	3.2%
l	5138	3.0%
Other values (66)	71350	42.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	98927	58.6%
Uppercase Letter	25860	15.3%
Space Separator	25540	15.1%
Decimal Number	10618	6.3%
Other Punctuation	7158	4.2%
Dash Punctuation	267	0.2%
Open Punctuation	157	0.1%
Close Punctuation	156	0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
R	3383	13.1%
S	3346	12.9%
C	1839	7.1%
A	1579	6.1%
M	1439	5.6%
B	1400	5.4%
E	1287	5.0%
O	1165	4.5%
D	1131	4.4%
N	1087	4.2%
Other values (16)	8204	31.7%

Value	Count	Frequency (%)
e	11318	11.4%
r	9667	9.8%
o	9420	9.5%
a	8722	8.8%
t	8302	8.4%
n	8284	8.4%
d	5508	5.6%
i	5435	5.5%
l	5138	5.2%
s	5048	5.1%
Other values (16)	22085	22.3%

Value	Count	Frequency (%)
1	2074	19.5%
2	1554	14.6%
3	1222	11.5%
5	988	9.3%
4	969	9.1%
0	865	8.1%
6	834	7.9%
7	764	7.2%
8	710	6.7%
9	638	6.0%

Value	Count	Frequency (%)
,	4705	65.7%
.	1634	22.8%
&	384	5.4%
"	240	3.4%
#	93	1.3%
?	51	0.7%
/	34	0.5%
'	11	0.2%
*	6	0.1%

Value	Count	Frequency (%)
	25540	100.0%

Value	Count	Frequency (%)
-	267	100.0%

Value	Count	Frequency (%)
(	157	100.0%

Value	Count	Frequency (%)
)	156	100.0%

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	124787	74.0%
Common	43897	26.0%

Most frequent character per script

Value	Count	Frequency (%)
e	11318	9.1%
r	9667	7.7%
o	9420	7.5%
a	8722	7.0%
t	8302	6.7%
n	8284	6.6%
d	5508	4.4%
i	5435	4.4%
l	5138	4.1%
s	5048	4.0%
Other values (42)	47945	38.4%

Value	Count	Frequency (%)
	25540	58.2%
,	4705	10.7%
1	2074	4.7%
.	1634	3.7%
2	1554	3.5%
3	1222	2.8%
5	988	2.3%
4	969	2.2%
0	865	2.0%
6	834	1.9%
Other values (14)	3512	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	168684	100.0%

Most frequent character per block

Value	Count	Frequency (%)
	25540	15.1%
e	11318	6.7%
r	9667	5.7%
o	9420	5.6%
a	8722	5.2%
t	8302	4.9%
n	8284	4.9%
d	5508	3.3%
i	5435	3.2%
l	5138	3.0%
Other values (66)	71350	42.3%

ClearanceRange
Boolean

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	31768
Missing (%)	93.7%
Memory size	66.4 KiB

True	1452
False	697
(Missing)	31768

Common Values
Chart

Value	Count	Frequency (%)
True	1452	4.3%
False	697	2.1%
(Missing)	31768	93.7%

ClearanceSpace
Categorical

HIGH CARDINALITY
MISSING

Distinct	112
Distinct (%)	7.5%
Missing	32428
Missing (%)	95.6%
Memory size	265.1 KiB

0	470
200	45
600	44
700	44
400	36
Other values (107)	850

Length

Max length	15
Median length	3
Mean length	2.36937542
Min length	1

Characters and Unicode

Total characters	3528
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	1.1%

Sample

1st row	250
2nd row	850
3rd row	0
4th row	650
5th row	850

Value	Count	Frequency (%)
0	470	1.4%
200	45	0.1%
600	44	0.1%
700	44	0.1%
400	36	0.1%
500	35	0.1%
300	31	0.1%
800	29	0.1%
100	27	0.1%
750	25	0.1%
Other values (102)	703	2.1%
(Missing)	32428	95.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	470	31.5%
200	45	3.0%
600	44	2.9%
700	44	2.9%
400	36	2.4%
500	35	2.3%
300	31	2.1%
800	29	1.9%
100	27	1.8%
250	25	1.7%
Other values (106)	707	47.4%

Most occurring characters

Value	Count	Frequency (%)
0	1798	51.0%
5	315	8.9%
7	207	5.9%
8	204	5.8%
6	186	5.3%
2	183	5.2%
3	177	5.0%
4	176	5.0%
1	145	4.1%
9	108	3.1%
Other values (16)	29	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3499	99.2%
Lowercase Letter	22	0.6%
Space Separator	4	0.1%
Uppercase Letter	3	0.1%

Most frequent character per category

Value	Count	Frequency (%)
m	4	18.2%
t	4	18.2%
s	2	9.1%
h	2	9.1%
a	2	9.1%
n	2	9.1%
l	1	4.5%
e	1	4.5%
o	1	4.5%
c	1	4.5%
Other values (2)	2	9.1%

Value	Count	Frequency (%)
0	1798	51.4%
5	315	9.0%
7	207	5.9%
8	204	5.8%
6	186	5.3%
2	183	5.2%
3	177	5.1%
4	176	5.0%
1	145	4.1%
9	108	3.1%

Value	Count	Frequency (%)
C	1	33.3%
L	1	33.3%
V	1	33.3%

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3503	99.3%
Latin	25	0.7%

Most frequent character per script

Value	Count	Frequency (%)
m	4	16.0%
t	4	16.0%
s	2	8.0%
h	2	8.0%
a	2	8.0%
n	2	8.0%
l	1	4.0%
e	1	4.0%
C	1	4.0%
o	1	4.0%
Other values (5)	5	20.0%

Value	Count	Frequency (%)
0	1798	51.3%
5	315	9.0%
7	207	5.9%
8	204	5.8%
6	186	5.3%
2	183	5.2%
3	177	5.1%
4	176	5.0%
1	145	4.1%
9	108	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3528	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1798	51.0%
5	315	8.9%
7	207	5.9%
8	204	5.8%
6	186	5.3%
2	183	5.2%
3	177	5.0%
4	176	5.0%
1	145	4.1%
9	108	3.1%
Other values (16)	29	0.8%

CouncilAdditionalInformation
Categorical

HIGH CARDINALITY
MISSING

Distinct	1471
Distinct (%)	74.8%
Missing	31950
Missing (%)	94.2%
Memory size	265.1 KiB

Council tree less than 1.0m below LV	45
Council tree less than 0.5m below LV	31
Council tree growing below LV	28
Council Melaleuca in clearance space below LV	23
Council trees less than 0.5m below LV	17
Other values (1466)	1823

Length

Max length	219
Median length	49
Mean length	57.88866294
Min length	21

Characters and Unicode

Total characters	113867
Distinct characters	76
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1329 ?
Unique (%)	67.6%

Sample

1st row	Multiple trees in contact with LV
2nd row	Council Lophostemon less than 1 meter below LV
3rd row	council trees less than 1 meter below and beside LV
4th row	Council tree kess than 0.5 meters above LV
5th row	council Melaleuca at #8 less than 0.5 metrers from lv including stuctual limbs

Value	Count	Frequency (%)
Council tree less than 1.0m below LV	45	0.1%
Council tree less than 0.5m below LV	31	0.1%
Council tree growing below LV	28	0.1%
Council Melaleuca in clearance space below LV	23	0.1%
Council trees less than 0.5m below LV	17	0.1%
Council melaleuca growing under LV	14	< 0.1%
Council tree contacting LV	13	< 0.1%
Council melaleuca growing below LV	13	< 0.1%
Council Melaleuca less than 1.0m below LV	13	< 0.1%
Council tree below LV	11	< 0.1%
Other values (1461)	1759	5.2%
(Missing)	31950	94.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
lv	1936	9.8%
council	1785	9.1%
below	1109	5.6%
less	823	4.2%
than	815	4.1%
and	703	3.6%
in	567	2.9%
growing	554	2.8%
tree	529	2.7%
to	460	2.3%
Other values (873)	10399	52.8%

Most occurring characters

Value	Count	Frequency (%)
	17736	15.6%
e	8609	7.6%
n	7407	6.5%
o	6467	5.7%
l	6257	5.5%
i	6122	5.4%
a	6079	5.3%
c	5605	4.9%
t	5479	4.8%
s	4846	4.3%
Other values (66)	39260	34.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	79442	69.8%
Space Separator	17736	15.6%
Uppercase Letter	9248	8.1%
Decimal Number	5282	4.6%
Other Punctuation	1680	1.5%
Math Symbol	229	0.2%
Dash Punctuation	228	0.2%
Open Punctuation	9	< 0.1%
Close Punctuation	9	< 0.1%
Connector Punctuation	4	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
e	8609	10.8%
n	7407	9.3%
o	6467	8.1%
l	6257	7.9%
i	6122	7.7%
a	6079	7.7%
c	5605	7.1%
t	5479	6.9%
s	4846	6.1%
r	4261	5.4%
Other values (16)	18310	23.0%

Value	Count	Frequency (%)
V	2327	25.2%
L	2271	24.6%
C	1941	21.0%
H	383	4.1%
S	358	3.9%
M	352	3.8%
E	340	3.7%
I	201	2.2%
P	191	2.1%
A	185	2.0%
Other values (15)	699	7.6%

Value	Count	Frequency (%)
1	1307	24.7%
0	1180	22.3%
5	741	14.0%
3	407	7.7%
6	368	7.0%
2	323	6.1%
8	308	5.8%
4	223	4.2%
7	222	4.2%
9	203	3.8%

Value	Count	Frequency (%)
.	1249	74.3%
&	188	11.2%
,	77	4.6%
#	73	4.3%
/	50	3.0%
:	33	2.0%
'	6	0.4%
"	2	0.1%
*	2	0.1%

Value	Count	Frequency (%)
	17736	100.0%

Value	Count	Frequency (%)
<	229	100.0%

Value	Count	Frequency (%)
-	228	100.0%

Value	Count	Frequency (%)
_	4	100.0%

Value	Count	Frequency (%)
(	9	100.0%

Value	Count	Frequency (%)
)	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	88690	77.9%
Common	25177	22.1%

Most frequent character per script

Value	Count	Frequency (%)
e	8609	9.7%
n	7407	8.4%
o	6467	7.3%
l	6257	7.1%
i	6122	6.9%
a	6079	6.9%
c	5605	6.3%
t	5479	6.2%
s	4846	5.5%
r	4261	4.8%
Other values (41)	27558	31.1%

Value	Count	Frequency (%)
	17736	70.4%
1	1307	5.2%
.	1249	5.0%
0	1180	4.7%
5	741	2.9%
3	407	1.6%
6	368	1.5%
2	323	1.3%
8	308	1.2%
<	229	0.9%
Other values (15)	1329	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113867	100.0%

Most frequent character per block

Value	Count	Frequency (%)
	17736	15.6%
e	8609	7.6%
n	7407	6.5%
o	6467	5.7%
l	6257	5.5%
i	6122	5.4%
a	6079	5.3%
c	5605	4.9%
t	5479	4.8%
s	4846	4.3%
Other values (66)	39260	34.5%

CouncilClearanceRange
Boolean

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	32085
Missing (%)	94.6%
Memory size	66.4 KiB

True	1727
False	105
(Missing)	32085

Common Values
Chart

Value	Count	Frequency (%)
True	1727	5.1%
False	105	0.3%
(Missing)	32085	94.6%

CouncilClearanceSpace
Categorical

HIGH CARDINALITY
MISSING

Distinct	113
Distinct (%)	6.1%
Missing	32057
Missing (%)	94.5%
Memory size	265.1 KiB

0	497
700	61
800	57
400	55
100	54
Other values (108)	1136

Length

Max length	6
Median length	3
Mean length	2.444086022
Min length	1

Characters and Unicode

Total characters	4546
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	1.2%

Sample

1st row	0
2nd row	800
3rd row	450
4th row	360
5th row	300

Value	Count	Frequency (%)
0	497	1.5%
700	61	0.2%
800	57	0.2%
400	55	0.2%
100	54	0.2%
600	54	0.2%
450	40	0.1%
550	39	0.1%
300	37	0.1%
750	36	0.1%
Other values (103)	930	2.7%
(Missing)	32057	94.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	498	26.8%
700	61	3.3%
800	57	3.1%
400	55	3.0%
100	54	2.9%
600	54	2.9%
450	40	2.1%
550	39	2.1%
300	37	2.0%
750	36	1.9%
Other values (103)	930	50.0%

Most occurring characters

Value	Count	Frequency (%)
0	2231	49.1%
5	433	9.5%
7	320	7.0%
8	299	6.6%
6	279	6.1%
4	265	5.8%
3	240	5.3%
2	198	4.4%
1	188	4.1%
9	86	1.9%
Other values (6)	7	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4539	99.8%
Lowercase Letter	6	0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
0	2231	49.2%
5	433	9.5%
7	320	7.1%
8	299	6.6%
6	279	6.1%
4	265	5.8%
3	240	5.3%
2	198	4.4%
1	188	4.1%
9	86	1.9%

Value	Count	Frequency (%)
e	2	33.3%
t	1	16.7%
r	1	16.7%
i	1	16.7%
l	1	16.7%

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4540	99.9%
Latin	6	0.1%

Most frequent character per script

Value	Count	Frequency (%)
0	2231	49.1%
5	433	9.5%
7	320	7.0%
8	299	6.6%
6	279	6.1%
4	265	5.8%
3	240	5.3%
2	198	4.4%
1	188	4.1%
9	86	1.9%

Value	Count	Frequency (%)
e	2	33.3%
t	1	16.7%
r	1	16.7%
i	1	16.7%
l	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4546	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	2231	49.1%
5	433	9.5%
7	320	7.0%
8	299	6.6%
6	279	6.1%
4	265	5.8%
3	240	5.3%
2	198	4.4%
1	188	4.1%
9	86	1.9%
Other values (6)	7	0.2%

CouncilElectricLineContact
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	32047
Missing (%)	94.5%
Memory size	265.1 KiB

no_signs_of_contact	1356
signs_of_contact_or through	514

Length

Max length	27
Median length	19
Mean length	21.19893048
Min length	19

Characters and Unicode

Total characters	39642
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	signs_of_contact_or through
2nd row	no_signs_of_contact
3rd row	no_signs_of_contact
4th row	no_signs_of_contact
5th row	no_signs_of_contact

Value	Count	Frequency (%)
no_signs_of_contact	1356	4.0%
signs_of_contact_or through	514	1.5%
(Missing)	32047	94.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
no_signs_of_contact	1356	56.9%
signs_of_contact_or	514	21.6%
through	514	21.6%

Most occurring characters

Value	Count	Frequency (%)
o	6124	15.4%
_	5610	14.2%
n	5096	12.9%
t	4254	10.7%
s	3740	9.4%
c	3740	9.4%
g	2384	6.0%
i	1870	4.7%
f	1870	4.7%
a	1870	4.7%
Other values (4)	3084	7.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	33518	84.6%
Connector Punctuation	5610	14.2%
Space Separator	514	1.3%

Most frequent character per category

Value	Count	Frequency (%)
o	6124	18.3%
n	5096	15.2%
t	4254	12.7%
s	3740	11.2%
c	3740	11.2%
g	2384	7.1%
i	1870	5.6%
f	1870	5.6%
a	1870	5.6%
r	1028	3.1%
Other values (2)	1542	4.6%

Value	Count	Frequency (%)
_	5610	100.0%

Value	Count	Frequency (%)
	514	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	33518	84.6%
Common	6124	15.4%

Most frequent character per script

Value	Count	Frequency (%)
o	6124	18.3%
n	5096	15.2%
t	4254	12.7%
s	3740	11.2%
c	3740	11.2%
g	2384	7.1%
i	1870	5.6%
f	1870	5.6%
a	1870	5.6%
r	1028	3.1%
Other values (2)	1542	4.6%

Value	Count	Frequency (%)
_	5610	91.6%
	514	8.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39642	100.0%

Most frequent character per block

Value	Count	Frequency (%)
o	6124	15.4%
_	5610	14.2%
n	5096	12.9%
t	4254	10.7%
s	3740	9.4%
c	3740	9.4%
g	2384	6.0%
i	1870	4.7%
f	1870	4.7%
a	1870	4.7%
Other values (4)	3084	7.8%

CouncilGenus
Categorical

HIGH CARDINALITY
MISSING

Distinct	226
Distinct (%)	11.5%
Missing	31950
Missing (%)	94.2%
Memory size	265.1 KiB

gum	334
mela._call.	324
lophostemon	133
other	132
platanus	121
Other values (221)	923

Length

Max length	33
Median length	8
Mean length	9.066090493
Min length	3

Characters and Unicode

Total characters	17833
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	132 ?
Unique (%)	6.7%

Sample

1st row	quercus,mela._call.,ulmus
2nd row	lophostemon,liquidambar,grevillea
3rd row	quercus,lophostemon
4th row	mela._call.
5th row	mela._call.

Value	Count	Frequency (%)
gum	334	1.0%
mela._call.	324	1.0%
lophostemon	133	0.4%
other	132	0.4%
platanus	121	0.4%
quercus	94	0.3%
pyrus	75	0.2%
fraxinus	73	0.2%
melia	59	0.2%
ulmus	58	0.2%
Other values (216)	564	1.7%
(Missing)	31950	94.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
gum	334	17.0%
mela._call	324	16.5%
lophostemon	133	6.8%
other	132	6.7%
platanus	121	6.2%
quercus	94	4.8%
pyrus	75	3.8%
fraxinus	73	3.7%
melia	59	3.0%
ulmus	58	2.9%
Other values (216)	564	28.7%

Most occurring characters

Value	Count	Frequency (%)
l	2180	12.2%
a	2011	11.3%
u	1419	8.0%
m	1337	7.5%
e	1268	7.1%
s	1002	5.6%
.	952	5.3%
o	944	5.3%
c	859	4.8%
r	777	4.4%
Other values (16)	5084	28.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15927	89.3%
Other Punctuation	1394	7.8%
Connector Punctuation	512	2.9%

Most frequent character per category

Value	Count	Frequency (%)
l	2180	13.7%
a	2011	12.6%
u	1419	8.9%
m	1337	8.4%
e	1268	8.0%
s	1002	6.3%
o	944	5.9%
c	859	5.4%
r	777	4.9%
n	653	4.1%
Other values (13)	3477	21.8%

Value	Count	Frequency (%)
.	952	68.3%
,	442	31.7%

Value	Count	Frequency (%)
_	512	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15927	89.3%
Common	1906	10.7%

Most frequent character per script

Value	Count	Frequency (%)
l	2180	13.7%
a	2011	12.6%
u	1419	8.9%
m	1337	8.4%
e	1268	8.0%
s	1002	6.3%
o	944	5.9%
c	859	5.4%
r	777	4.9%
n	653	4.1%
Other values (13)	3477	21.8%

Value	Count	Frequency (%)
.	952	49.9%
_	512	26.9%
,	442	23.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17833	100.0%

Most frequent character per block

Value	Count	Frequency (%)
l	2180	12.2%
a	2011	11.3%
u	1419	8.0%
m	1337	7.5%
e	1268	7.1%
s	1002	5.6%
.	952	5.3%
o	944	5.3%
c	859	4.8%
r	777	4.4%
Other values (16)	5084	28.5%

CouncilNonComplianceCode
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	31950
Missing (%)	94.2%
Memory size	265.1 KiB

HRNC	1060
NC	907

Length

Max length	4
Median length	4
Mean length	3.077783427
Min length	2

Characters and Unicode

Total characters	6054
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HRNC
2nd row	NC
3rd row	HRNC
4th row	HRNC
5th row	HRNC

Value	Count	Frequency (%)
HRNC	1060	3.1%
NC	907	2.7%
(Missing)	31950	94.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
hrnc	1060	53.9%
nc	907	46.1%

Most occurring characters

Value	Count	Frequency (%)
N	1967	32.5%
C	1967	32.5%
H	1060	17.5%
R	1060	17.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	6054	100.0%

Most frequent character per category

Value	Count	Frequency (%)
N	1967	32.5%
C	1967	32.5%
H	1060	17.5%
R	1060	17.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6054	100.0%

Most frequent character per script

Value	Count	Frequency (%)
N	1967	32.5%
C	1967	32.5%
H	1060	17.5%
R	1060	17.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6054	100.0%

Most frequent character per block

Value	Count	Frequency (%)
N	1967	32.5%
C	1967	32.5%
H	1060	17.5%
R	1060	17.5%

CouncilOtherInfrastructurePresent
Boolean

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	31950
Missing (%)	94.2%
Memory size	66.4 KiB

False	1942
True	25
(Missing)	31950

Common Values
Chart

Value	Count	Frequency (%)
False	1942	5.7%
True	25	0.1%
(Missing)	31950	94.2%

CouncilSingleOrMultipleTrees
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	31950
Missing (%)	94.2%
Memory size	265.1 KiB

single	1149
multiple	818

Length

Max length	8
Median length	6
Mean length	6.831723437
Min length	6

Characters and Unicode

Total characters	13438
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	multiple
2nd row	single
3rd row	multiple
4th row	single
5th row	single

Value	Count	Frequency (%)
single	1149	3.4%
multiple	818	2.4%
(Missing)	31950	94.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
single	1149	58.4%
multiple	818	41.6%

Most occurring characters

Value	Count	Frequency (%)
l	2785	20.7%
i	1967	14.6%
e	1967	14.6%
s	1149	8.6%
n	1149	8.6%
g	1149	8.6%
m	818	6.1%
u	818	6.1%
t	818	6.1%
p	818	6.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13438	100.0%

Most frequent character per category

Value	Count	Frequency (%)
l	2785	20.7%
i	1967	14.6%
e	1967	14.6%
s	1149	8.6%
n	1149	8.6%
g	1149	8.6%
m	818	6.1%
u	818	6.1%
t	818	6.1%
p	818	6.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13438	100.0%

Most frequent character per script

Value	Count	Frequency (%)
l	2785	20.7%
i	1967	14.6%
e	1967	14.6%
s	1149	8.6%
n	1149	8.6%
g	1149	8.6%
m	818	6.1%
u	818	6.1%
t	818	6.1%
p	818	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13438	100.0%

Most frequent character per block

Value	Count	Frequency (%)
l	2785	20.7%
i	1967	14.6%
e	1967	14.6%
s	1149	8.6%
n	1149	8.6%
g	1149	8.6%
m	818	6.1%
u	818	6.1%
t	818	6.1%
p	818	6.1%

CouncilSpanVoltages
Categorical

HIGH CORRELATION
MISSING

Distinct	19
Distinct (%)	1.0%
Missing	31950
Missing (%)	94.2%
Memory size	265.1 KiB

LV	1502
LV,HV	144
HV	100
HV,LV	73
66	40
Other values (14)	108

Length

Max length	15
Median length	2
Mean length	2.775292323
Min length	2

Characters and Unicode

Total characters	5459
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.2%

Sample

1st row	LV
2nd row	LV
3rd row	LV
4th row	LV
5th row	LV

Value	Count	Frequency (%)
LV	1502	4.4%
LV,HV	144	0.4%
HV	100	0.3%
HV,LV	73	0.2%
66	40	0.1%
insulated	40	0.1%
LV,insulated	28	0.1%
HV,insulated	8	< 0.1%
LV,66	6	< 0.1%
HV,66	5	< 0.1%
Other values (9)	21	0.1%
(Missing)	31950	94.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
lv	1502	76.4%
lv,hv	144	7.3%
hv	100	5.1%
hv,lv	73	3.7%
66	40	2.0%
insulated	40	2.0%
lv,insulated	28	1.4%
hv,insulated	8	0.4%
lv,66	6	0.3%
hv,66	5	0.3%
Other values (9)	21	1.1%

Most occurring characters

Value	Count	Frequency (%)
V	2114	38.7%
L	1768	32.4%
H	346	6.3%
,	296	5.4%
6	116	2.1%
i	91	1.7%
n	91	1.7%
s	91	1.7%
u	91	1.7%
l	91	1.7%
Other values (4)	364	6.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4228	77.5%
Lowercase Letter	819	15.0%
Other Punctuation	296	5.4%
Decimal Number	116	2.1%

Most frequent character per category

Value	Count	Frequency (%)
i	91	11.1%
n	91	11.1%
s	91	11.1%
u	91	11.1%
l	91	11.1%
a	91	11.1%
t	91	11.1%
e	91	11.1%
d	91	11.1%

Value	Count	Frequency (%)
V	2114	50.0%
L	1768	41.8%
H	346	8.2%

Value	Count	Frequency (%)
,	296	100.0%

Value	Count	Frequency (%)
6	116	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5047	92.5%
Common	412	7.5%

Most frequent character per script

Value	Count	Frequency (%)
V	2114	41.9%
L	1768	35.0%
H	346	6.9%
i	91	1.8%
n	91	1.8%
s	91	1.8%
u	91	1.8%
l	91	1.8%
a	91	1.8%
t	91	1.8%
Other values (2)	182	3.6%

Value	Count	Frequency (%)
,	296	71.8%
6	116	28.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5459	100.0%

Most frequent character per block

Value	Count	Frequency (%)
V	2114	38.7%
L	1768	32.4%
H	346	6.3%
,	296	5.4%
6	116	2.1%
i	91	1.7%
n	91	1.7%
s	91	1.7%
u	91	1.7%
l	91	1.7%
Other values (4)	364	6.7%

ElectricLineContact
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	32166
Missing (%)	94.8%
Memory size	265.1 KiB

no_signs_of_contact	1227
signs_of_contact_or through	524

Length

Max length	27
Median length	19
Mean length	21.39406054
Min length	19

Characters and Unicode

Total characters	37461
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no_signs_of_contact
2nd row	no_signs_of_contact
3rd row	no_signs_of_contact
4th row	signs_of_contact_or through
5th row	no_signs_of_contact

Value	Count	Frequency (%)
no_signs_of_contact	1227	3.6%
signs_of_contact_or through	524	1.5%
(Missing)	32166	94.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
no_signs_of_contact	1227	53.9%
signs_of_contact_or	524	23.0%
through	524	23.0%

Most occurring characters

Value	Count	Frequency (%)
o	5777	15.4%
_	5253	14.0%
n	4729	12.6%
t	4026	10.7%
s	3502	9.3%
c	3502	9.3%
g	2275	6.1%
i	1751	4.7%
f	1751	4.7%
a	1751	4.7%
Other values (4)	3144	8.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	31684	84.6%
Connector Punctuation	5253	14.0%
Space Separator	524	1.4%

Most frequent character per category

Value	Count	Frequency (%)
o	5777	18.2%
n	4729	14.9%
t	4026	12.7%
s	3502	11.1%
c	3502	11.1%
g	2275	7.2%
i	1751	5.5%
f	1751	5.5%
a	1751	5.5%
r	1048	3.3%
Other values (2)	1572	5.0%

Value	Count	Frequency (%)
_	5253	100.0%

Value	Count	Frequency (%)
	524	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	31684	84.6%
Common	5777	15.4%

Most frequent character per script

Value	Count	Frequency (%)
o	5777	18.2%
n	4729	14.9%
t	4026	12.7%
s	3502	11.1%
c	3502	11.1%
g	2275	7.2%
i	1751	5.5%
f	1751	5.5%
a	1751	5.5%
r	1048	3.3%
Other values (2)	1572	5.0%

Value	Count	Frequency (%)
_	5253	90.9%
	524	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37461	100.0%

Most frequent character per block

Value	Count	Frequency (%)
o	5777	15.4%
_	5253	14.0%
n	4729	12.6%
t	4026	10.7%
s	3502	9.3%
c	3502	9.3%
g	2275	6.1%
i	1751	4.7%
f	1751	4.7%
a	1751	4.7%
Other values (4)	3144	8.4%

ElectricalAssets
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct	83
Distinct (%)	0.3%
Missing	3868
Missing (%)	11.4%
Memory size	265.1 KiB

HV	8502
HV,LV	6680
LV	6364
SWER	1872
HV,transformer	1243
Other values (78)	5388

Length

Max length	27
Median length	2
Mean length	4.628406935
Min length	2

Characters and Unicode

Total characters	139079
Distinct characters	24
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	0.1%

Sample

1st row	HV
2nd row	HV
3rd row	HV,transformer
4th row	LV
5th row	SWER,transformer

Value	Count	Frequency (%)
HV	8502	25.1%
HV,LV	6680	19.7%
LV	6364	18.8%
SWER	1872	5.5%
HV,transformer	1243	3.7%
LV,HV	945	2.8%
insulated	740	2.2%
66,HV	584	1.7%
HV,insulated	581	1.7%
HV,LV,transformer	569	1.7%
Other values (73)	1969	5.8%
(Missing)	3868	11.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
hv	8502	28.3%
hv,lv	6680	22.2%
lv	6364	21.2%
swer	1872	6.2%
hv,transformer	1243	4.1%
lv,hv	945	3.1%
insulated	740	2.5%
66,hv	584	1.9%
hv,insulated	581	1.9%
hv,lv,transformer	569	1.9%
Other values (73)	1969	6.6%

Most occurring characters

Value	Count	Frequency (%)
V	35277	25.4%
H	19882	14.3%
L	15395	11.1%
,	13317	9.6%
r	7532	5.4%
s	4217	3.0%
e	4216	3.0%
t	4215	3.0%
a	4213	3.0%
n	4212	3.0%
Other values (14)	26603	19.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	79562	57.2%
Lowercase Letter	42956	30.9%
Other Punctuation	13317	9.6%
Decimal Number	3244	2.3%

Most frequent character per category

Value	Count	Frequency (%)
r	7532	17.5%
s	4217	9.8%
e	4216	9.8%
t	4215	9.8%
a	4213	9.8%
n	4212	9.8%
o	2512	5.8%
f	2510	5.8%
m	2510	5.8%
l	1706	4.0%
Other values (5)	5113	11.9%

Value	Count	Frequency (%)
V	35277	44.3%
H	19882	25.0%
L	15395	19.3%
S	2252	2.8%
W	2252	2.8%
E	2252	2.8%
R	2252	2.8%

Value	Count	Frequency (%)
,	13317	100.0%

Value	Count	Frequency (%)
6	3244	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	122518	88.1%
Common	16561	11.9%

Most frequent character per script

Value	Count	Frequency (%)
V	35277	28.8%
H	19882	16.2%
L	15395	12.6%
r	7532	6.1%
s	4217	3.4%
e	4216	3.4%
t	4215	3.4%
a	4213	3.4%
n	4212	3.4%
o	2512	2.1%
Other values (12)	20847	17.0%

Value	Count	Frequency (%)
,	13317	80.4%
6	3244	19.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	139079	100.0%

Most frequent character per block

Value	Count	Frequency (%)
V	35277	25.4%
H	19882	14.3%
L	15395	11.1%
,	13317	9.6%
r	7532	5.4%
s	4217	3.0%
e	4216	3.0%
t	4215	3.0%
a	4213	3.0%
n	4212	3.0%
Other values (14)	26603	19.1%

FinancialYear
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	265.1 KiB

2018-19	19139
2019-20	10403
2017-18	4375

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	237419
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018-19
2nd row	2018-19
3rd row	2018-19
4th row	2018-19
5th row	2018-19

Value	Count	Frequency (%)
2018-19	19139	56.4%
2019-20	10403	30.7%
2017-18	4375	12.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
2018-19	19139	56.4%
2019-20	10403	30.7%
2017-18	4375	12.9%

Most occurring characters

Value	Count	Frequency (%)
1	57431	24.2%
2	44320	18.7%
0	44320	18.7%
-	33917	14.3%
9	29542	12.4%
8	23514	9.9%
7	4375	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	203502	85.7%
Dash Punctuation	33917	14.3%

Most frequent character per category

Value	Count	Frequency (%)
1	57431	28.2%
2	44320	21.8%
0	44320	21.8%
9	29542	14.5%
8	23514	11.6%
7	4375	2.1%

Value	Count	Frequency (%)
-	33917	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	237419	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	57431	24.2%
2	44320	18.7%
0	44320	18.7%
-	33917	14.3%
9	29542	12.4%
8	23514	9.9%
7	4375	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	237419	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	57431	24.2%
2	44320	18.7%
0	44320	18.7%
-	33917	14.3%
9	29542	12.4%
8	23514	9.9%
7	4375	1.8%

FireHazardDeclaredStatus
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	265.1 KiB

HBRA_non	17917
LBRA_non	8539
LBRA_dec	6986
HBRA_dec	475

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	271336
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HBRA_non
2nd row	HBRA_non
3rd row	HBRA_non
4th row	HBRA_non
5th row	HBRA_non

Value	Count	Frequency (%)
HBRA_non	17917	52.8%
LBRA_non	8539	25.2%
LBRA_dec	6986	20.6%
HBRA_dec	475	1.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
hbra_non	17917	52.8%
lbra_non	8539	25.2%
lbra_dec	6986	20.6%
hbra_dec	475	1.4%

Most occurring characters

Value	Count	Frequency (%)
n	52912	19.5%
B	33917	12.5%
R	33917	12.5%
A	33917	12.5%
_	33917	12.5%
o	26456	9.8%
H	18392	6.8%
L	15525	5.7%
d	7461	2.7%
e	7461	2.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	135668	50.0%
Lowercase Letter	101751	37.5%
Connector Punctuation	33917	12.5%

Most frequent character per category

Value	Count	Frequency (%)
B	33917	25.0%
R	33917	25.0%
A	33917	25.0%
H	18392	13.6%
L	15525	11.4%

Value	Count	Frequency (%)
n	52912	52.0%
o	26456	26.0%
d	7461	7.3%
e	7461	7.3%
c	7461	7.3%

Value	Count	Frequency (%)
_	33917	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	237419	87.5%
Common	33917	12.5%

Most frequent character per script

Value	Count	Frequency (%)
n	52912	22.3%
B	33917	14.3%
R	33917	14.3%
A	33917	14.3%
o	26456	11.1%
H	18392	7.7%
L	15525	6.5%
d	7461	3.1%
e	7461	3.1%
c	7461	3.1%

Value	Count	Frequency (%)
_	33917	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	271336	100.0%

Most frequent character per block

Value	Count	Frequency (%)
n	52912	19.5%
B	33917	12.5%
R	33917	12.5%
A	33917	12.5%
_	33917	12.5%
o	26456	9.8%
H	18392	6.8%
L	15525	5.7%
d	7461	2.7%
e	7461	2.7%

Genus
Categorical

HIGH CARDINALITY
MISSING

Distinct	294
Distinct (%)	13.4%
Missing	31728
Missing (%)	93.5%
Memory size	265.1 KiB

gum	623
acacia	137
other	119
mela._call.	106
conifers	101
Other values (289)	1103

Length

Max length	45
Median length	6
Mean length	8.061671996
Min length	3

Characters and Unicode

Total characters	17647
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	193 ?
Unique (%)	8.8%

Sample

1st row	gum
2nd row	jacaranda
3rd row	gum
4th row	gum
5th row	conifers

Value	Count	Frequency (%)
gum	623	1.8%
acacia	137	0.4%
other	119	0.4%
mela._call.	106	0.3%
conifers	101	0.3%
fraxinus	98	0.3%
palm	55	0.2%
acacia,gum	54	0.2%
casuarina	51	0.2%
quercus	47	0.1%
Other values (284)	798	2.4%
(Missing)	31728	93.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
gum	623	28.5%
acacia	137	6.3%
other	119	5.4%
mela._call	106	4.8%
conifers	101	4.6%
fraxinus	98	4.5%
palm	55	2.5%
acacia,gum	54	2.5%
casuarina	51	2.3%
quercus	47	2.1%
Other values (284)	798	36.5%

Most occurring characters

Value	Count	Frequency (%)
a	2316	13.1%
u	1703	9.7%
c	1375	7.8%
m	1304	7.4%
i	1138	6.4%
l	1100	6.2%
s	1021	5.8%
e	972	5.5%
g	969	5.5%
r	935	5.3%
Other values (16)	4814	27.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16131	91.4%
Other Punctuation	1223	6.9%
Connector Punctuation	293	1.7%

Most frequent character per category

Value	Count	Frequency (%)
a	2316	14.4%
u	1703	10.6%
c	1375	8.5%
m	1304	8.1%
i	1138	7.1%
l	1100	6.8%
s	1021	6.3%
e	972	6.0%
g	969	6.0%
r	935	5.8%
Other values (13)	3298	20.4%

Value	Count	Frequency (%)
,	703	57.5%
.	520	42.5%

Value	Count	Frequency (%)
_	293	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16131	91.4%
Common	1516	8.6%

Most frequent character per script

Value	Count	Frequency (%)
a	2316	14.4%
u	1703	10.6%
c	1375	8.5%
m	1304	8.1%
i	1138	7.1%
l	1100	6.8%
s	1021	6.3%
e	972	6.0%
g	969	6.0%
r	935	5.8%
Other values (13)	3298	20.4%

Value	Count	Frequency (%)
,	703	46.4%
.	520	34.3%
_	293	19.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17647	100.0%

Most frequent character per block

Value	Count	Frequency (%)
a	2316	13.1%
u	1703	9.7%
c	1375	7.8%
m	1304	7.4%
i	1138	6.4%
l	1100	6.2%
s	1021	5.8%
e	972	5.5%
g	969	5.5%
r	935	5.3%
Other values (16)	4814	27.3%

HazardAssessment
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	33.2 KiB

True	33900
False	17

Common Values
Chart

Value	Count	Frequency (%)
True	33900	99.9%
False	17	0.1%

InspectionDatetime
Categorical

HIGH CARDINALITY

Distinct	60
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	265.1 KiB

36:00.0	1532
20:00.0	621
58:00.0	619
02:00.0	614
47:00.0	613
Other values (55)	29918

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	237419
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	22:00.0
2nd row	23:00.0
3rd row	24:00.0
4th row	26:00.0
5th row	29:00.0

Value	Count	Frequency (%)
36:00.0	1532	4.5%
20:00.0	621	1.8%
58:00.0	619	1.8%
02:00.0	614	1.8%
47:00.0	613	1.8%
01:00.0	607	1.8%
44:00.0	593	1.7%
03:00.0	592	1.7%
45:00.0	590	1.7%
46:00.0	589	1.7%
Other values (50)	26947	79.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
36:00.0	1532	4.5%
20:00.0	621	1.8%
58:00.0	619	1.8%
02:00.0	614	1.8%
47:00.0	613	1.8%
01:00.0	607	1.8%
44:00.0	593	1.7%
03:00.0	592	1.7%
45:00.0	590	1.7%
46:00.0	589	1.7%
Other values (50)	26947	79.4%

Most occurring characters

Value	Count	Frequency (%)
0	110656	46.6%
:	33917	14.3%
.	33917	14.3%
3	9710	4.1%
4	8892	3.7%
1	8788	3.7%
2	8757	3.7%
5	8623	3.6%
6	4219	1.8%
9	3338	1.4%
Other values (2)	6602	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	169585	71.4%
Other Punctuation	67834	28.6%

Most frequent character per category

Value	Count	Frequency (%)
0	110656	65.3%
3	9710	5.7%
4	8892	5.2%
1	8788	5.2%
2	8757	5.2%
5	8623	5.1%
6	4219	2.5%
9	3338	2.0%
7	3330	2.0%
8	3272	1.9%

Value	Count	Frequency (%)
:	33917	50.0%
.	33917	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	237419	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	110656	46.6%
:	33917	14.3%
.	33917	14.3%
3	9710	4.1%
4	8892	3.7%
1	8788	3.7%
2	8757	3.7%
5	8623	3.6%
6	4219	1.8%
9	3338	1.4%
Other values (2)	6602	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	237419	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	110656	46.6%
:	33917	14.3%
.	33917	14.3%
3	9710	4.1%
4	8892	3.7%
1	8788	3.7%
2	8757	3.7%
5	8623	3.6%
6	4219	1.8%
9	3338	1.4%
Other values (2)	6602	2.8%

Lat
Real number (ℝ)

Distinct	33307
Distinct (%)	98.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-37.5327025
Minimum	-38.88881224
Maximum	-34.11878443
Zeros	0
Zeros (%)	0.0%
Memory size	265.1 KiB

Quantile statistics

Minimum	-38.88881224
5-th percentile	-38.41628631
Q1	-38.18845566
median	-37.75069071
Q3	-37.20013076
95-th percentile	-35.89627019
Maximum	-34.11878443
Range	4.77002781
Interquartile range (IQR)	0.9883249

Descriptive statistics

Standard deviation	0.8789582125
Coefficient of variation (CV)	-0.0234184632
Kurtosis	2.198141174
Mean	-37.5327025
Median Absolute Deviation (MAD)	0.45574321
Skewness	1.459891551
Sum	-1272996.671
Variance	0.7725675393
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-37.39950374	17	0.1%
-37.41623926	16	< 0.1%
-38.09288368	14	< 0.1%
-37.45589265	12	< 0.1%
-37.50277036	11	< 0.1%
-38.02036552	10	< 0.1%
-37.43123195	10	< 0.1%
-38.34095494	9	< 0.1%
-37.45322264	9	< 0.1%
-38.36493835	8	< 0.1%
Other values (33297)	33801	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-38.88881224	1	< 0.1%
-38.88802795	1	< 0.1%
-38.88634879	1	< 0.1%
-38.88482186	1	< 0.1%
-38.88297058	1	< 0.1%

Value	Count	Frequency (%)
-34.11878443	1	< 0.1%
-34.11930739	1	< 0.1%
-34.11991842	1	< 0.1%
-34.12052855	1	< 0.1%
-34.12094135	1	< 0.1%

Locality
Categorical

HIGH CARDINALITY

Distinct	1388
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	265.1 KiB

RYE	266
MOUNT MARTHA	263
MOUNT ELIZA	253
LANGWARRIN	249
PEARCEDALE	224
Other values (1383)	32662

Length

Max length	21
Median length	9
Mean length	9.41209423
Min length	3

Characters and Unicode

Total characters	319230
Distinct characters	27
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	34 ?
Unique (%)	0.1%

Sample

1st row	YARRABERB
2nd row	YARRABERB
3rd row	YARRABERB
4th row	YARRABERB
5th row	WHIPSTICK

Value	Count	Frequency (%)
RYE	266	0.8%
MOUNT MARTHA	263	0.8%
MOUNT ELIZA	253	0.7%
LANGWARRIN	249	0.7%
PEARCEDALE	224	0.7%
BLAIRGOWRIE	220	0.6%
CRANBOURNE SOUTH	213	0.6%
MAIN RIDGE	212	0.6%
HASTINGS	202	0.6%
RIDDELLS CREEK	199	0.6%
Other values (1378)	31616	93.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
south	1065	2.4%
mount	910	2.0%
north	857	1.9%
creek	622	1.4%
east	539	1.2%
hill	526	1.2%
west	484	1.1%
beach	474	1.1%
cranbourne	423	0.9%
langwarrin	384	0.9%
Other values (1300)	38672	86.0%

Most occurring characters

Value	Count	Frequency (%)
E	30920	9.7%
A	30745	9.6%
R	28658	9.0%
O	27546	8.6%
N	24704	7.7%
L	21097	6.6%
T	16965	5.3%
I	15250	4.8%
S	14593	4.6%
	11039	3.5%
Other values (17)	97713	30.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	308191	96.5%
Space Separator	11039	3.5%

Most frequent character per category

Value	Count	Frequency (%)
E	30920	10.0%
A	30745	10.0%
R	28658	9.3%
O	27546	8.9%
N	24704	8.0%
L	21097	6.8%
T	16965	5.5%
I	15250	4.9%
S	14593	4.7%
D	10868	3.5%
Other values (16)	86845	28.2%

Value	Count	Frequency (%)
	11039	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	308191	96.5%
Common	11039	3.5%

Most frequent character per script

Value	Count	Frequency (%)
E	30920	10.0%
A	30745	10.0%
R	28658	9.3%
O	27546	8.9%
N	24704	8.0%
L	21097	6.8%
T	16965	5.5%
I	15250	4.9%
S	14593	4.7%
D	10868	3.5%
Other values (16)	86845	28.2%

Value	Count	Frequency (%)
	11039	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	319230	100.0%

Most frequent character per block

Value	Count	Frequency (%)
E	30920	9.7%
A	30745	9.6%
R	28658	9.0%
O	27546	8.6%
N	24704	7.7%
L	21097	6.6%
T	16965	5.3%
I	15250	4.8%
S	14593	4.6%
	11039	3.5%
Other values (17)	97713	30.6%

LocationFeeder
Categorical

HIGH CARDINALITY
MISSING

Distinct	660
Distinct (%)	2.2%
Missing	3913
Missing (%)	11.5%
Memory size	265.1 KiB

XX	6256
EHK024	504
BAS011	491
MTN32	380
CHM011	301
Other values (655)	22072

Length

Max length	14
Median length	5
Mean length	4.622816958
Min length	1

Characters and Unicode

Total characters	138703
Distinct characters	37
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30 ?
Unique (%)	0.1%

Sample

1st row	EHK024
2nd row	EHK024
3rd row	EHK024
4th row	EHK024
5th row	EHK023

Value	Count	Frequency (%)
XX	6256	18.4%
EHK024	504	1.5%
BAS011	491	1.4%
MTN32	380	1.1%
CHM011	301	0.9%
SLE31	300	0.9%
RUBA12	290	0.9%
BAN006	280	0.8%
SMR5	274	0.8%
LWN21	270	0.8%
Other values (650)	20658	60.9%
(Missing)	3913	11.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
xx	6256	20.9%
ehk024	504	1.7%
bas011	491	1.6%
mtn32	380	1.3%
chm011	301	1.0%
sle31	300	1.0%
ruba12	290	1.0%
ban006	280	0.9%
smr5	274	0.9%
cha006	270	0.9%
Other values (649)	20658	68.9%

Most occurring characters

Value	Count	Frequency (%)
0	15847	11.4%
1	12813	9.2%
X	12518	9.0%
2	10589	7.6%
N	6973	5.0%
3	6868	5.0%
T	5902	4.3%
S	5794	4.2%
B	5785	4.2%
M	5248	3.8%
Other values (27)	50366	36.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	84219	60.7%
Decimal Number	54270	39.1%
Dash Punctuation	196	0.1%
Connector Punctuation	15	< 0.1%
Close Punctuation	3	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
X	12518	14.9%
N	6973	8.3%
T	5902	7.0%
S	5794	6.9%
B	5785	6.9%
M	5248	6.2%
H	4982	5.9%
D	4982	5.9%
L	4919	5.8%
R	3742	4.4%
Other values (14)	23374	27.8%

Value	Count	Frequency (%)
0	15847	29.2%
1	12813	23.6%
2	10589	19.5%
3	6868	12.7%
4	4109	7.6%
5	1436	2.6%
6	1339	2.5%
8	580	1.1%
7	434	0.8%
9	255	0.5%

Value	Count	Frequency (%)
-	196	100.0%

Value	Count	Frequency (%)
_	15	100.0%

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	84219	60.7%
Common	54484	39.3%

Most frequent character per script

Value	Count	Frequency (%)
X	12518	14.9%
N	6973	8.3%
T	5902	7.0%
S	5794	6.9%
B	5785	6.9%
M	5248	6.2%
H	4982	5.9%
D	4982	5.9%
L	4919	5.8%
R	3742	4.4%
Other values (14)	23374	27.8%

Value	Count	Frequency (%)
0	15847	29.1%
1	12813	23.5%
2	10589	19.4%
3	6868	12.6%
4	4109	7.5%
5	1436	2.6%
6	1339	2.5%
8	580	1.1%
7	434	0.8%
9	255	0.5%
Other values (3)	214	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	138703	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	15847	11.4%
1	12813	9.2%
X	12518	9.0%
2	10589	7.6%
N	6973	5.0%
3	6868	5.0%
T	5902	4.3%
S	5794	4.2%
B	5785	4.2%
M	5248	3.8%
Other values (27)	50366	36.3%

Long
Real number (ℝ_≥0)

Distinct	33271
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	144.8644414
Minimum	140.9847279
Maximum	149.7593266
Zeros	0
Zeros (%)	0.0%
Memory size	265.1 KiB

Quantile statistics

Minimum	140.9847279
5-th percentile	142.1984238
Q1	144.3139639
median	144.9866836
Q3	145.2807474
95-th percentile	147.0882227
Maximum	149.7593266
Range	8.7745987
Interquartile range (IQR)	0.9667835

Descriptive statistics

Standard deviation	1.35688096
Coefficient of variation (CV)	0.009366556391
Kurtosis	1.308440644
Mean	144.8644414
Median Absolute Deviation (MAD)	0.4559366
Skewness	-0.0455895821
Sum	4913367.26
Variance	1.841125939
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
144.613417	17	0.1%
144.5909919	16	< 0.1%
145.2795544	14	< 0.1%
144.6813842	12	< 0.1%
144.5659141	11	< 0.1%
144.5719663	10	< 0.1%
145.2927995	10	< 0.1%
144.6877547	9	< 0.1%
145.184075	9	< 0.1%
145.19857	8	< 0.1%
Other values (33261)	33801	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
140.9847279	1	< 0.1%
140.9857348	1	< 0.1%
140.9860656	1	< 0.1%
140.9866571	1	< 0.1%
140.9867067	1	< 0.1%

Value	Count	Frequency (%)
149.7593266	1	< 0.1%
149.7592349	1	< 0.1%
149.7592186	1	< 0.1%
149.7585788	1	< 0.1%
149.7578884	1	< 0.1%

NetworkType
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	265.1 KiB

PC	13154
ANS	10126
UE	7412
JEN	2545
CP	680

Length

Max length	3
Median length	2
Mean length	2.373588466
Min length	2

Characters and Unicode

Total characters	80505
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PC
2nd row	PC
3rd row	PC
4th row	PC
5th row	PC

Value	Count	Frequency (%)
PC	13154	38.8%
ANS	10126	29.9%
UE	7412	21.9%
JEN	2545	7.5%
CP	680	2.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
pc	13154	38.8%
ans	10126	29.9%
ue	7412	21.9%
jen	2545	7.5%
cp	680	2.0%

Most occurring characters

Value	Count	Frequency (%)
P	13834	17.2%
C	13834	17.2%
N	12671	15.7%
A	10126	12.6%
S	10126	12.6%
E	9957	12.4%
U	7412	9.2%
J	2545	3.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	80505	100.0%

Most frequent character per category

Value	Count	Frequency (%)
P	13834	17.2%
C	13834	17.2%
N	12671	15.7%
A	10126	12.6%
S	10126	12.6%
E	9957	12.4%
U	7412	9.2%
J	2545	3.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	80505	100.0%

Most frequent character per script

Value	Count	Frequency (%)
P	13834	17.2%
C	13834	17.2%
N	12671	15.7%
A	10126	12.6%
S	10126	12.6%
E	9957	12.4%
U	7412	9.2%
J	2545	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80505	100.0%

Most frequent character per block

Value	Count	Frequency (%)
P	13834	17.2%
C	13834	17.2%
N	12671	15.7%
A	10126	12.6%
S	10126	12.6%
E	9957	12.4%
U	7412	9.2%
J	2545	3.2%

NonComplianceCode
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	31461
Missing (%)	92.8%
Memory size	265.1 KiB

NC	1544
HRNC	912

Length

Max length	4
Median length	2
Mean length	2.74267101
Min length	2

Characters and Unicode

Total characters	6736
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NC
2nd row	HRNC
3rd row	NC
4th row	HRNC
5th row	NC

Value	Count	Frequency (%)
NC	1544	4.6%
HRNC	912	2.7%
(Missing)	31461	92.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
nc	1544	62.9%
hrnc	912	37.1%

Most occurring characters

Value	Count	Frequency (%)
N	2456	36.5%
C	2456	36.5%
H	912	13.5%
R	912	13.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	6736	100.0%

Most frequent character per category

Value	Count	Frequency (%)
N	2456	36.5%
C	2456	36.5%
H	912	13.5%
R	912	13.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6736	100.0%

Most frequent character per script

Value	Count	Frequency (%)
N	2456	36.5%
C	2456	36.5%
H	912	13.5%
R	912	13.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6736	100.0%

Most frequent character per block

Value	Count	Frequency (%)
N	2456	36.5%
C	2456	36.5%
H	912	13.5%
R	912	13.5%

NonCompliant
Boolean

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	3591
Missing (%)	10.6%
Memory size	66.4 KiB

False	26003
True	4323
(Missing)	3591

Common Values
Chart

Value	Count	Frequency (%)
False	26003	76.7%
True	4323	12.7%
(Missing)	3591	10.6%

OtherInfrastructurePresent
Boolean

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	31722
Missing (%)	93.5%
Memory size	66.4 KiB

False	2133
True	62
(Missing)	31722

Common Values
Chart

Value	Count	Frequency (%)
False	2133	6.3%
True	62	0.2%
(Missing)	31722	93.5%

Postcode
Real number (ℝ_≥0)

Distinct	511
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3562.827314
Minimum	3002
Maximum	3996
Zeros	0
Zeros (%)	0.0%
Memory size	265.1 KiB

Quantile statistics

Minimum	3002
5-th percentile	3067
Q1	3314
median	3559
Q3	3859
95-th percentile	3942
Maximum	3996
Range	994
Interquartile range (IQR)	545

Descriptive statistics

Standard deviation	300.5361143
Coefficient of variation (CV)	0.08435326437
Kurtosis	-1.280053743
Mean	3562.827314
Median Absolute Deviation (MAD)	291
Skewness	-0.2040482715
Sum	120840414
Variance	90321.956
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3851	879	2.6%
3977	572	1.7%
3939	558	1.6%
3941	432	1.3%
3936	388	1.1%
3551	368	1.1%
3304	351	1.0%
3352	346	1.0%
3926	335	1.0%
3350	321	0.9%
Other values (501)	29367	86.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3002	7	< 0.1%
3011	82	0.2%
3012	177	0.5%
3013	46	0.1%
3015	13	< 0.1%

Value	Count	Frequency (%)
3996	20	0.1%
3995	20	0.1%
3992	5	< 0.1%
3988	10	< 0.1%
3984	50	0.1%

ProgramType
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	265.1 KiB

HBRA	18427
LBRA	15490

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	135668
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HBRA
2nd row	HBRA
3rd row	HBRA
4th row	HBRA
5th row	HBRA

Value	Count	Frequency (%)
HBRA	18427	54.3%
LBRA	15490	45.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
hbra	18427	54.3%
lbra	15490	45.7%

Most occurring characters

Value	Count	Frequency (%)
B	33917	25.0%
R	33917	25.0%
A	33917	25.0%
H	18427	13.6%
L	15490	11.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	135668	100.0%

Most frequent character per category

Value	Count	Frequency (%)
B	33917	25.0%
R	33917	25.0%
A	33917	25.0%
H	18427	13.6%
L	15490	11.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	135668	100.0%

Most frequent character per script

Value	Count	Frequency (%)
B	33917	25.0%
R	33917	25.0%
A	33917	25.0%
H	18427	13.6%
L	15490	11.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	135668	100.0%

Most frequent character per block

Value	Count	Frequency (%)
B	33917	25.0%
R	33917	25.0%
A	33917	25.0%
H	18427	13.6%
L	15490	11.4%

ResponsibleCouncil
Categorical

HIGH CORRELATION
MISSING

Distinct	15
Distinct (%)	0.8%
Missing	31949
Missing (%)	94.2%
Memory size	265.1 KiB

boroondara	346
maribyrnong	182
yarra	169
whittlesea	168
moonee_valley	154
Other values (10)	949

Length

Max length	15
Median length	10
Mean length	9.222560976
Min length	4

Characters and Unicode

Total characters	18150
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	boroondara
2nd row	boroondara
3rd row	boroondara
4th row	boroondara
5th row	boroondara

Value	Count	Frequency (%)
boroondara	346	1.0%
maribyrnong	182	0.5%
yarra	169	0.5%
whittlesea	168	0.5%
moonee_valley	154	0.5%
mornington	144	0.4%
casey	137	0.4%
kingston	135	0.4%
manningham	119	0.4%
yarra_ranges	111	0.3%
Other values (5)	303	0.9%
(Missing)	31949	94.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
boroondara	346	17.6%
maribyrnong	182	9.2%
yarra	169	8.6%
whittlesea	168	8.5%
moonee_valley	154	7.8%
mornington	144	7.3%
casey	137	7.0%
kingston	135	6.9%
manningham	119	6.0%
yarra_ranges	111	5.6%
Other values (5)	303	15.4%

Most occurring characters

Value	Count	Frequency (%)
a	2558	14.1%
n	2207	12.2%
r	2048	11.3%
o	2016	11.1%
e	1492	8.2%
g	883	4.9%
y	860	4.7%
m	801	4.4%
i	748	4.1%
l	743	4.1%
Other values (12)	3794	20.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17821	98.2%
Connector Punctuation	329	1.8%

Most frequent character per category

Value	Count	Frequency (%)
a	2558	14.4%
n	2207	12.4%
r	2048	11.5%
o	2016	11.3%
e	1492	8.4%
g	883	5.0%
y	860	4.8%
m	801	4.5%
i	748	4.2%
l	743	4.2%
Other values (11)	3465	19.4%

Value	Count	Frequency (%)
_	329	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17821	98.2%
Common	329	1.8%

Most frequent character per script

Value	Count	Frequency (%)
a	2558	14.4%
n	2207	12.4%
r	2048	11.5%
o	2016	11.3%
e	1492	8.4%
g	883	5.0%
y	860	4.8%
m	801	4.5%
i	748	4.2%
l	743	4.2%
Other values (11)	3465	19.4%

Value	Count	Frequency (%)
_	329	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18150	100.0%

Most frequent character per block

Value	Count	Frequency (%)
a	2558	14.1%
n	2207	12.2%
r	2048	11.3%
o	2016	11.1%
e	1492	8.2%
g	883	4.9%
y	860	4.7%
m	801	4.4%
i	748	4.1%
l	743	4.1%
Other values (12)	3794	20.9%

SingleOrMultipleTrees
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.1%
Missing	31728
Missing (%)	93.5%
Memory size	265.1 KiB

multiple	1149
single	1040

Length

Max length	8
Median length	8
Mean length	7.049794427
Min length	6

Characters and Unicode

Total characters	15432
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	single
2nd row	single
3rd row	single
4th row	single
5th row	single

Value	Count	Frequency (%)
multiple	1149	3.4%
single	1040	3.1%
(Missing)	31728	93.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
multiple	1149	52.5%
single	1040	47.5%

Most occurring characters

Value	Count	Frequency (%)
l	3338	21.6%
i	2189	14.2%
e	2189	14.2%
m	1149	7.4%
u	1149	7.4%
t	1149	7.4%
p	1149	7.4%
s	1040	6.7%
n	1040	6.7%
g	1040	6.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15432	100.0%

Most frequent character per category

Value	Count	Frequency (%)
l	3338	21.6%
i	2189	14.2%
e	2189	14.2%
m	1149	7.4%
u	1149	7.4%
t	1149	7.4%
p	1149	7.4%
s	1040	6.7%
n	1040	6.7%
g	1040	6.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15432	100.0%

Most frequent character per script

Value	Count	Frequency (%)
l	3338	21.6%
i	2189	14.2%
e	2189	14.2%
m	1149	7.4%
u	1149	7.4%
t	1149	7.4%
p	1149	7.4%
s	1040	6.7%
n	1040	6.7%
g	1040	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15432	100.0%

Most frequent character per block

Value	Count	Frequency (%)
l	3338	21.6%
i	2189	14.2%
e	2189	14.2%
m	1149	7.4%
u	1149	7.4%
t	1149	7.4%
p	1149	7.4%
s	1040	6.7%
n	1040	6.7%
g	1040	6.7%

SpanID1
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	27738
Distinct (%)	88.7%
Missing	2631
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%

Mean	15134576.99
Minimum	12
Maximum	2601768085
Zeros	0
Zeros (%)	0.0%
Memory size	265.1 KiB

Quantile statistics

Minimum	12
5-th percentile	24346
Q1	1106705.25
median	3313262
Q3	30327462.5
95-th percentile	33012795.5
Maximum	2601768085
Range	2601768073
Interquartile range (IQR)	29220757.25

Descriptive statistics

Standard deviation	78739174.62
Coefficient of variation (CV)	5.202601611
Kurtosis	1039.383339
Mean	15134576.99
Median Absolute Deviation (MAD)	2576717
Skewness	31.73289658
Sum	4.735003756 × 10¹¹
Variance	6.19985762 × 10¹⁵
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8823869	9	< 0.1%
8831485	8	< 0.1%
1110691	8	< 0.1%
11007979	7	< 0.1%
2505459	6	< 0.1%
1305733	6	< 0.1%
1110696	6	< 0.1%
11110033	6	< 0.1%
1103842	5	< 0.1%
734298	5	< 0.1%
Other values (27728)	31220	92.0%
(Missing)	2631	7.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
56	1	< 0.1%
58	1	< 0.1%
59	1	< 0.1%
65	2	< 0.1%

Value	Count	Frequency (%)
2601768085	1	< 0.1%
2601764001	1	< 0.1%
2601759599	1	< 0.1%
2601750305	1	< 0.1%
2601724082	1	< 0.1%

SpanID2
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	28055
Distinct (%)	89.7%
Missing	2647
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%

Mean	15096051.95
Minimum	12
Maximum	2601764001
Zeros	0
Zeros (%)	0.0%
Memory size	265.1 KiB

Quantile statistics

Minimum	12
5-th percentile	26481.45
Q1	1106974.25
median	3316308.5
Q3	30328338.75
95-th percentile	33014602
Maximum	2601764001
Range	2601763989
Interquartile range (IQR)	29221364.5

Descriptive statistics

Standard deviation	76140235.59
Coefficient of variation (CV)	5.043718439
Kurtosis	1104.681111
Mean	15096051.95
Median Absolute Deviation (MAD)	2712303
Skewness	32.62134889
Sum	4.720535445 × 10¹¹
Variance	5.797335476 × 10¹⁵
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8823877	10	< 0.1%
1110690	9	< 0.1%
1110320	8	< 0.1%
8823927	8	< 0.1%
8826748	7	< 0.1%
11008062	6	< 0.1%
1106747	6	< 0.1%
1316443	5	< 0.1%
33069132	4	< 0.1%
915104	4	< 0.1%
Other values (28045)	31203	92.0%
(Missing)	2647	7.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
51	1	< 0.1%
56	1	< 0.1%
58	1	< 0.1%
65	1	< 0.1%

Value	Count	Frequency (%)
2601764001	1	< 0.1%
2601724087	2	< 0.1%
2601724082	1	< 0.1%
2601677637	1	< 0.1%
2601677636	1	< 0.1%

SpanLength
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	325
Distinct (%)	8.0%
Missing	29857
Missing (%)	88.0%
Infinite	0
Infinite (%)	0.0%

Mean	69.28866995
Minimum	5
Maximum	4461
Zeros	0
Zeros (%)	0.0%
Memory size	265.1 KiB

Quantile statistics

Minimum	5
5-th percentile	25
Q1	37
median	46
Q3	63
95-th percentile	221.05
Maximum	4461
Range	4456
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	99.22458379
Coefficient of variation (CV)	1.432046305
Kurtosis	977.2475425
Mean	69.28866995
Median Absolute Deviation (MAD)	11
Skewness	23.88842538
Sum	281312
Variance	9845.518029
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	158	0.5%
44	149	0.4%
40	133	0.4%
36	119	0.4%
43	118	0.3%
42	107	0.3%
39	106	0.3%
47	104	0.3%
37	103	0.3%
41	103	0.3%
Other values (315)	2860	8.4%
(Missing)	29857	88.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
12	4	< 0.1%

Value	Count	Frequency (%)
4461	1	< 0.1%
1933	1	< 0.1%
595	1	< 0.1%
539	1	< 0.1%
533	1	< 0.1%

SpanVoltages
Categorical

HIGH CORRELATION
MISSING

Distinct	27
Distinct (%)	1.1%
Missing	31461
Missing (%)	92.8%
Memory size	265.1 KiB

LV	1194
HV	773
HV,LV	156
LV,HV	120
SWER	81
Other values (22)	132

Length

Max length	15
Median length	2
Mean length	2.707247557
Min length	2

Characters and Unicode

Total characters	6649
Distinct characters	27
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	0.4%

Sample

1st row	LV
2nd row	LV
3rd row	LV
4th row	HV
5th row	LV

Value	Count	Frequency (%)
LV	1194	3.5%
HV	773	2.3%
HV,LV	156	0.5%
LV,HV	120	0.4%
SWER	81	0.2%
insulated	46	0.1%
66	27	0.1%
LV,insulated	12	< 0.1%
HV,66	9	< 0.1%
HV,insulated	7	< 0.1%
Other values (17)	31	0.1%
(Missing)	31461	92.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
lv	1194	48.6%
hv	773	31.5%
hv,lv	156	6.4%
lv,hv	120	4.9%
swer	81	3.3%
insulated	46	1.9%
66	27	1.1%
lv,insulated	12	0.5%
hv,66	9	0.4%
hv,insulated	7	0.3%
Other values (17)	31	1.3%

Most occurring characters

Value	Count	Frequency (%)
V	2589	38.9%
L	1505	22.6%
H	1084	16.3%
,	342	5.1%
6	98	1.5%
S	87	1.3%
e	83	1.2%
W	82	1.2%
E	82	1.2%
R	82	1.2%
Other values (17)	615	9.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	5527	83.1%
Lowercase Letter	677	10.2%
Other Punctuation	342	5.1%
Decimal Number	98	1.5%
Connector Punctuation	5	0.1%

Most frequent character per category

Value	Count	Frequency (%)
e	83	12.3%
i	77	11.4%
t	73	10.8%
n	72	10.6%
s	72	10.6%
u	72	10.6%
l	72	10.6%
a	72	10.6%
d	72	10.6%
v	5	0.7%
Other values (3)	7	1.0%

Value	Count	Frequency (%)
V	2589	46.8%
L	1505	27.2%
H	1084	19.6%
S	87	1.6%
W	82	1.5%
E	82	1.5%
R	82	1.5%
A	5	0.1%
B	5	0.1%
C	5	0.1%

Value	Count	Frequency (%)
,	342	100.0%

Value	Count	Frequency (%)
6	98	100.0%

Value	Count	Frequency (%)
_	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6204	93.3%
Common	445	6.7%

Most frequent character per script

Value	Count	Frequency (%)
V	2589	41.7%
L	1505	24.3%
H	1084	17.5%
S	87	1.4%
e	83	1.3%
W	82	1.3%
E	82	1.3%
R	82	1.3%
i	77	1.2%
t	73	1.2%
Other values (14)	460	7.4%

Value	Count	Frequency (%)
,	342	76.9%
6	98	22.0%
_	5	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6649	100.0%

Most frequent character per block

Value	Count	Frequency (%)
V	2589	38.9%
L	1505	22.6%
H	1084	16.3%
,	342	5.1%
6	98	1.5%
S	87	1.3%
e	83	1.2%
W	82	1.2%
E	82	1.2%
R	82	1.2%
Other values (17)	615	9.2%

TemperatureRange
Categorical

HIGH CORRELATION
MISSING

Distinct	14
Distinct (%)	0.2%
Missing	25989
Missing (%)	76.6%
Memory size	265.1 KiB

0_15	2322
15_20	1799
16_20	1032
10_15	775
20_25	701
Other values (9)	1299

Length

Max length	7
Median length	5
Mean length	4.706609485
Min length	4

Characters and Unicode

Total characters	37314
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	over_40
2nd row	0_15
3rd row	16_20
4th row	16_20
5th row	16_20

Value	Count	Frequency (%)
0_15	2322	6.8%
15_20	1799	5.3%
16_20	1032	3.0%
10_15	775	2.3%
20_25	701	2.1%
21_25	443	1.3%
25_30	317	0.9%
30_35	206	0.6%
26_30	184	0.5%
31_35	48	0.1%
Other values (4)	101	0.3%
(Missing)	25989	76.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
0_15	2322	29.3%
15_20	1799	22.7%
16_20	1032	13.0%
10_15	775	9.8%
20_25	701	8.8%
21_25	443	5.6%
25_30	317	4.0%
30_35	206	2.6%
26_30	184	2.3%
31_35	48	0.6%
Other values (4)	101	1.3%

Most occurring characters

Value	Count	Frequency (%)
_	7928	21.2%
0	7437	19.9%
1	7222	19.4%
5	6681	17.9%
2	5620	15.1%
6	1235	3.3%
3	1070	2.9%
4	73	0.2%
o	12	< 0.1%
v	12	< 0.1%
Other values (2)	24	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29338	78.6%
Connector Punctuation	7928	21.2%
Lowercase Letter	48	0.1%

Most frequent character per category

Value	Count	Frequency (%)
0	7437	25.3%
1	7222	24.6%
5	6681	22.8%
2	5620	19.2%
6	1235	4.2%
3	1070	3.6%
4	73	0.2%

Value	Count	Frequency (%)
o	12	25.0%
v	12	25.0%
e	12	25.0%
r	12	25.0%

Value	Count	Frequency (%)
_	7928	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	37266	99.9%
Latin	48	0.1%

Most frequent character per script

Value	Count	Frequency (%)
_	7928	21.3%
0	7437	20.0%
1	7222	19.4%
5	6681	17.9%
2	5620	15.1%
6	1235	3.3%
3	1070	2.9%
4	73	0.2%

Value	Count	Frequency (%)
o	12	25.0%
v	12	25.0%
e	12	25.0%
r	12	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37314	100.0%

Most frequent character per block

Value	Count	Frequency (%)
_	7928	21.2%
0	7437	19.9%
1	7222	19.4%
5	6681	17.9%
2	5620	15.1%
6	1235	3.3%
3	1070	2.9%
4	73	0.2%
o	12	< 0.1%
v	12	< 0.1%
Other values (2)	24	0.1%

VegetationSpan
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	33.2 KiB

True	30319
False	3598

Common Values
Chart

Value	Count	Frequency (%)
True	30319	89.4%
False	3598	10.6%

WeatherStation
Categorical

Distinct	20
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	265.1 KiB

MOORABBIN AIRPORT	9047
ESSENDON AIRPORT	2873
BALLARAT AERODROME	2317
AVALON AIRPORT	2309
BENDIGO AIRPORT	2169
Other values (15)	15202

Length

Max length	32
Median length	17
Mean length	17.88501342
Min length	13

Characters and Unicode

Total characters	606606
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BENDIGO AIRPORT
2nd row	BENDIGO AIRPORT
3rd row	BENDIGO AIRPORT
4th row	BENDIGO AIRPORT
5th row	BENDIGO AIRPORT

Value	Count	Frequency (%)
MOORABBIN AIRPORT	9047	26.7%
ESSENDON AIRPORT	2873	8.5%
BALLARAT AERODROME	2317	6.8%
AVALON AIRPORT	2309	6.8%
BENDIGO AIRPORT	2169	6.4%
MELBOURNE AIRPORT	1971	5.8%
MORWELL (LATROBE VALLEY AIRPORT)	1970	5.8%
WANGARATTA AERO	1721	5.1%
BAIRNSDALE AIRPORT	1602	4.7%
SWAN HILL AERODROME	1234	3.6%
Other values (10)	6704	19.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
airport	26224	34.7%
moorabbin	9047	12.0%
aerodrome	4245	5.6%
essendon	2873	3.8%
ballarat	2317	3.1%
avalon	2309	3.1%
bendigo	2169	2.9%
melbourne	1971	2.6%
latrobe	1970	2.6%
valley	1970	2.6%
Other values (23)	20469	27.1%

Most occurring characters

Value	Count	Frequency (%)
R	90371	14.9%
A	79949	13.2%
O	75121	12.4%
I	43432	7.2%
	41647	6.9%
T	36585	6.0%
E	33745	5.6%
N	31530	5.2%
L	30606	5.0%
P	29750	4.9%
Other values (15)	113870	18.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	557507	91.9%
Space Separator	41647	6.9%
Open Punctuation	3726	0.6%
Close Punctuation	3726	0.6%

Most frequent character per category

Value	Count	Frequency (%)
R	90371	16.2%
A	79949	14.3%
O	75121	13.5%
I	43432	7.8%
T	36585	6.6%
E	33745	6.1%
N	31530	5.7%
L	30606	5.5%
P	29750	5.3%
B	29408	5.3%
Other values (12)	77010	13.8%

Value	Count	Frequency (%)
	41647	100.0%

Value	Count	Frequency (%)
(	3726	100.0%

Value	Count	Frequency (%)
)	3726	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	557507	91.9%
Common	49099	8.1%

Most frequent character per script

Value	Count	Frequency (%)
R	90371	16.2%
A	79949	14.3%
O	75121	13.5%
I	43432	7.8%
T	36585	6.6%
E	33745	6.1%
N	31530	5.7%
L	30606	5.5%
P	29750	5.3%
B	29408	5.3%
Other values (12)	77010	13.8%

Value	Count	Frequency (%)
	41647	84.8%
(	3726	7.6%
)	3726	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	606606	100.0%

Most frequent character per block

Value	Count	Frequency (%)
R	90371	14.9%
A	79949	13.2%
O	75121	12.4%
I	43432	7.2%
	41647	6.9%
T	36585	6.0%
E	33745	5.6%
N	31530	5.2%
L	30606	5.0%
P	29750	4.9%
Other values (15)	113870	18.8%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	AdditionalInformation	Address	ClearanceRange	ClearanceSpace	CouncilAdditionalInformation	CouncilClearanceRange	CouncilClearanceSpace	CouncilElectricLineContact	CouncilGenus	CouncilNonComplianceCode	CouncilOtherInfrastructurePresent	CouncilSingleOrMultipleTrees	CouncilSpanVoltages	ElectricLineContact	ElectricalAssets	FinancialYear	FireHazardDeclaredStatus	Genus	HazardAssessment	InspectionDatetime	Lat	Locality	LocationFeeder	Long	NetworkType	NonComplianceCode	NonCompliant	OtherInfrastructurePresent	Postcode	ProgramType	ResponsibleCouncil	SingleOrMultipleTrees	SpanID1	SpanID2	SpanLength	SpanVoltages	TemperatureRange	VegetationSpan	WeatherStation
0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV	2018-19	HBRA_non	NaN	yes	22:00.0	-36.589230	YARRABERB	EHK024	144.055425	PC	NaN	no	NaN	3516	HBRA	NaN	NaN	33022395.0	30295650.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV	2018-19	HBRA_non	NaN	yes	23:00.0	-36.589225	YARRABERB	EHK024	144.053142	PC	NaN	no	NaN	3516	HBRA	NaN	NaN	33019538.0	33022395.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV,transformer	2018-19	HBRA_non	NaN	yes	24:00.0	-36.589119	YARRABERB	EHK024	144.051735	PC	NaN	no	NaN	3516	HBRA	NaN	NaN	32039321.0	33019538.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	LV	2018-19	HBRA_non	NaN	yes	26:00.0	-36.589166	YARRABERB	EHK024	144.050919	PC	NaN	no	NaN	3516	HBRA	NaN	NaN	30029869.0	32039321.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	SWER,transformer	2018-19	HBRA_non	NaN	yes	29:00.0	-36.654243	WHIPSTICK	EHK023	144.272788	PC	NaN	no	NaN	3556	HBRA	NaN	NaN	32039108.0	30029697.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	SWER	2018-19	HBRA_non	NaN	yes	30:00.0	-36.652924	WHIPSTICK	EHK023	144.272785	PC	NaN	no	NaN	3556	HBRA	NaN	NaN	30029697.0	30029689.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	SWER,transformer	2018-19	HBRA_non	NaN	yes	33:00.0	-36.651523	WHIPSTICK	EHK023	144.275923	PC	NaN	no	NaN	3556	HBRA	NaN	NaN	30029689.0	32039085.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	SWER	2018-19	HBRA_non	NaN	yes	36:00.0	-36.650428	WHIPSTICK	EHK023	144.278292	PC	NaN	no	NaN	3556	HBRA	NaN	NaN	32039085.0	32039078.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	SWER,transformer	2018-19	HBRA_non	NaN	yes	38:00.0	-36.649350	WHIPSTICK	EHK023	144.281292	PC	NaN	no	NaN	3556	HBRA	NaN	NaN	32039078.0	30331995.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV	2018-19	HBRA_non	NaN	yes	43:00.0	-36.343099	BEARS LAGOON	EHK024	143.950946	PC	NaN	no	NaN	3517	HBRA	NaN	NaN	30029347.0	30028857.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT

Last rows

	AdditionalInformation	Address	ClearanceRange	ClearanceSpace	CouncilAdditionalInformation	CouncilClearanceRange	CouncilClearanceSpace	CouncilElectricLineContact	CouncilGenus	CouncilNonComplianceCode	CouncilOtherInfrastructurePresent	CouncilSingleOrMultipleTrees	CouncilSpanVoltages	ElectricLineContact	ElectricalAssets	FinancialYear	FireHazardDeclaredStatus	Genus	HazardAssessment	InspectionDatetime	Lat	Locality	LocationFeeder	Long	NetworkType	NonComplianceCode	NonCompliant	OtherInfrastructurePresent	Postcode	ProgramType	ResponsibleCouncil	SingleOrMultipleTrees	SpanID1	SpanID2	SpanLength	SpanVoltages	TemperatureRange	VegetationSpan	WeatherStation
33907	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV,transformer	2018-19	HBRA_non	NaN	yes	11:00.0	-36.603747	YARRABERB	EHK024	144.061881	PC	NaN	no	NaN	3516	HBRA	NaN	NaN	32040191.0	32040184.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
33908	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV	2018-19	HBRA_non	NaN	yes	12:00.0	-36.603733	YARRABERB	EHK024	144.059842	PC	NaN	NaN	NaN	3516	HBRA	NaN	NaN	30030492.0	30030485.0	NaN	NaN	NaN	no	BENDIGO AIRPORT
33909	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV	2018-19	HBRA_non	NaN	yes	12:00.0	-36.603751	YARRABERB	EHK024	144.061141	PC	NaN	no	NaN	3516	HBRA	NaN	NaN	30030485.0	32040191.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
33910	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	LV	2018-19	HBRA_non	NaN	yes	12:00.0	-36.390096	SERPENTINE	EHK024	143.953803	PC	NaN	no	NaN	3517	HBRA	NaN	NaN	32037513.0	30028656.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
33911	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV	2018-19	HBRA_non	NaN	yes	13:00.0	-36.603728	YARRABERB	EHK024	144.058392	PC	NaN	NaN	NaN	3516	HBRA	NaN	NaN	30030495.0	30030492.0	NaN	NaN	NaN	no	BENDIGO AIRPORT
33912	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	LV	2018-19	HBRA_non	NaN	yes	17:00.0	-36.388960	SERPENTINE	EHK024	143.955237	PC	NaN	no	NaN	3517	HBRA	NaN	NaN	30028656.0	32037499.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
33913	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	LV	2018-19	HBRA_non	NaN	yes	18:00.0	-36.387164	SERPENTINE	EHK024	143.955752	PC	NaN	no	NaN	3517	HBRA	NaN	NaN	30319983.0	32037499.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
33914	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	insulated	2018-19	HBRA_non	NaN	yes	19:00.0	-36.386611	SERPENTINE	EHK024	143.955409	PC	NaN	NaN	NaN	3517	HBRA	NaN	NaN	30319983.0	30342905.0	NaN	NaN	NaN	no	BENDIGO AIRPORT
33915	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV	2018-19	HBRA_non	NaN	yes	20:00.0	-36.386611	SERPENTINE	EHK024	143.957898	PC	NaN	no	NaN	3517	HBRA	NaN	NaN	30342905.0	33021333.0	NaN	NaN	NaN	yes	BENDIGO AIRPORT
33916	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	HV	2018-19	HBRA_non	NaN	yes	21:00.0	-36.589117	YARRABERB	EHK024	144.059068	PC	NaN	NaN	NaN	3516	HBRA	NaN	NaN	30295650.0	32039298.0	NaN	NaN	NaN	no	BENDIGO AIRPORT

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Overview

Variables

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